Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 268 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 25.2 KiB |
| Average record size in memory | 96.5 B |
Variable types
| NUM | 9 |
|---|---|
| UNSUPPORTED | 1 |
| CAT | 1 |
| BOOL | 1 |
Reproduction
| Analysis started | 2020-08-18 16:10:51.374240 |
|---|---|
| Analysis finished | 2020-08-18 16:11:29.258172 |
| Duration | 37.88 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
Outcome has constant value "1" | Constant |
winner is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Pregnancies has 38 (14.2%) zeros | Zeros |
Insulin has 138 (51.5%) zeros | Zeros |
| Distinct count | 17 |
|---|---|
| Unique (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.865671641791045 |
|---|---|
| Minimum | 0 |
| Maximum | 17 |
| Zeros | 38 |
| Zeros (%) | 14.2% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.75 |
| median | 4 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 6.25 |
Descriptive statistics
| Standard deviation | 3.741239044 |
|---|---|
| Coefficient of variation (CV) | 0.7689049569 |
| Kurtosis | -0.441643254 |
| Mean | 4.865671642 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.5037492166 |
| Sum | 1304 |
| Variance | 13.99686958 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 38 | 14.2% | |
| 1 | 29 | 10.8% | |
| 3 | 27 | 10.1% | |
| 7 | 25 | 9.3% | |
| 4 | 23 | 8.6% | |
| 8 | 22 | 8.2% | |
| 5 | 21 | 7.8% | |
| 2 | 19 | 7.1% | |
| 9 | 18 | 6.7% | |
| 6 | 16 | 6.0% | |
| Other values (7) | 30 | 11.2% |
| Value | Count | Frequency (%) | |
| 0 | 38 | 14.2% | |
| 1 | 29 | 10.8% | |
| 2 | 19 | 7.1% | |
| 3 | 27 | 10.1% | |
| 4 | 23 | 8.6% |
| Value | Count | Frequency (%) | |
| 17 | 1 | 0.4% | |
| 15 | 1 | 0.4% | |
| 14 | 2 | 0.7% | |
| 13 | 5 | 1.9% | |
| 12 | 4 | 1.5% |
Glucose
Real number (ℝ≥0)
| Distinct count | 103 |
|---|---|
| Unique (%) | 38.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 142.30223880597015 |
|---|---|
| Minimum | 78 |
| Maximum | 199 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 78 |
|---|---|
| 5-th percentile | 98.05 |
| Q1 | 119 |
| median | 140 |
| Q3 | 167 |
| 95-th percentile | 189.65 |
| Maximum | 199 |
| Range | 121 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 29.48881072 |
|---|---|
| Coefficient of variation (CV) | 0.2072266112 |
| Kurtosis | -0.9424872734 |
| Mean | 142.3022388 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.09273334353 |
| Sum | 38137 |
| Variance | 869.5899575 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 125 | 7 | 2.6% | |
| 158 | 6 | 2.2% | |
| 115 | 6 | 2.2% | |
| 129 | 6 | 2.2% | |
| 128 | 6 | 2.2% | |
| 173 | 5 | 1.9% | |
| 140 | 5 | 1.9% | |
| 181 | 5 | 1.9% | |
| 109 | 5 | 1.9% | |
| 146 | 5 | 1.9% | |
| Other values (93) | 212 | 79.1% |
| Value | Count | Frequency (%) | |
| 78 | 1 | 0.4% | |
| 80 | 1 | 0.4% | |
| 84 | 1 | 0.4% | |
| 85 | 1 | 0.4% | |
| 88 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 199 | 1 | 0.4% | |
| 198 | 1 | 0.4% | |
| 197 | 3 | 1.1% | |
| 196 | 3 | 1.1% | |
| 195 | 2 | 0.7% |
BloodPressure
Real number (ℝ≥0)
| Distinct count | 38 |
|---|---|
| Unique (%) | 14.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.24253731343283 |
|---|---|
| Minimum | 30 |
| Maximum | 114 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 56.7 |
| Q1 | 68 |
| median | 74 |
| Q3 | 82 |
| 95-th percentile | 94 |
| Maximum | 114 |
| Range | 84 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 11.92976247 |
|---|---|
| Coefficient of variation (CV) | 0.1585507732 |
| Kurtosis | 1.281644254 |
| Mean | 75.24253731 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.09964127194 |
| Sum | 20165 |
| Variance | 142.3192325 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 74 | 33 | 12.3% | |
| 70 | 23 | 8.6% | |
| 76 | 18 | 6.7% | |
| 78 | 17 | 6.3% | |
| 72 | 16 | 6.0% | |
| 64 | 13 | 4.9% | |
| 80 | 13 | 4.9% | |
| 82 | 13 | 4.9% | |
| 84 | 12 | 4.5% | |
| 68 | 12 | 4.5% | |
| Other values (28) | 98 | 36.6% |
| Value | Count | Frequency (%) | |
| 30 | 1 | 0.4% | |
| 40 | 1 | 0.4% | |
| 48 | 1 | 0.4% | |
| 50 | 5 | 1.9% | |
| 52 | 3 | 1.1% |
| Value | Count | Frequency (%) | |
| 114 | 1 | 0.4% | |
| 110 | 2 | 0.7% | |
| 108 | 1 | 0.4% | |
| 106 | 1 | 0.4% | |
| 104 | 2 | 0.7% |
SkinThickness
Real number (ℝ≥0)
| Distinct count | 42 |
|---|---|
| Unique (%) | 15.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.029850746268657 |
|---|---|
| Minimum | 7 |
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 27 |
| median | 27 |
| Q3 | 36 |
| 95-th percentile | 46 |
| Maximum | 99 |
| Range | 92 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 8.914861806 |
|---|---|
| Coefficient of variation (CV) | 0.2872995387 |
| Kurtosis | 12.42011205 |
| Mean | 31.02985075 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 2.059665099 |
| Sum | 8316 |
| Variance | 79.47476103 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 27 | 95 | 35.4% | |
| 32 | 14 | 5.2% | |
| 30 | 9 | 3.4% | |
| 33 | 9 | 3.4% | |
| 39 | 8 | 3.0% | |
| 36 | 8 | 3.0% | |
| 37 | 8 | 3.0% | |
| 35 | 8 | 3.0% | |
| 29 | 7 | 2.6% | |
| 41 | 7 | 2.6% | |
| Other values (32) | 95 | 35.4% |
| Value | Count | Frequency (%) | |
| 7 | 1 | 0.4% | |
| 12 | 1 | 0.4% | |
| 13 | 1 | 0.4% | |
| 14 | 2 | 0.7% | |
| 15 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 99 | 1 | 0.4% | |
| 63 | 1 | 0.4% | |
| 56 | 1 | 0.4% | |
| 51 | 1 | 0.4% | |
| 49 | 3 | 1.1% |
| Distinct count | 93 |
|---|---|
| Unique (%) | 34.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.33582089552239 |
|---|---|
| Minimum | 0 |
| Maximum | 846 |
| Zeros | 138 |
| Zeros (%) | 51.5% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 167.25 |
| 95-th percentile | 366.5 |
| Maximum | 846 |
| Range | 846 |
| Interquartile range (IQR) | 167.25 |
Descriptive statistics
| Standard deviation | 138.6891247 |
|---|---|
| Coefficient of variation (CV) | 1.382249365 |
| Kurtosis | 4.360492769 |
| Mean | 100.3358209 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.843831487 |
| Sum | 26890 |
| Variance | 19234.67332 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 138 | 51.5% | |
| 130 | 6 | 2.2% | |
| 180 | 4 | 1.5% | |
| 156 | 3 | 1.1% | |
| 175 | 3 | 1.1% | |
| 194 | 2 | 0.7% | |
| 125 | 2 | 0.7% | |
| 225 | 2 | 0.7% | |
| 220 | 2 | 0.7% | |
| 210 | 2 | 0.7% | |
| Other values (83) | 104 | 38.8% |
| Value | Count | Frequency (%) | |
| 0 | 138 | 51.5% | |
| 14 | 1 | 0.4% | |
| 29 | 1 | 0.4% | |
| 36 | 1 | 0.4% | |
| 48 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 846 | 1 | 0.4% | |
| 600 | 1 | 0.4% | |
| 579 | 1 | 0.4% | |
| 543 | 1 | 0.4% | |
| 540 | 1 | 0.4% |
BMI
Real number (ℝ≥0)
| Distinct count | 148 |
|---|---|
| Unique (%) | 55.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.39813432835821 |
|---|---|
| Minimum | 22.9 |
| Maximum | 67.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 22.9 |
|---|---|
| 5-th percentile | 26.535 |
| Q1 | 30.9 |
| median | 34.275 |
| Q3 | 38.775 |
| 95-th percentile | 46.59 |
| Maximum | 67.1 |
| Range | 44.2 |
| Interquartile range (IQR) | 7.875 |
Descriptive statistics
| Standard deviation | 6.590915342 |
|---|---|
| Coefficient of variation (CV) | 0.1861938621 |
| Kurtosis | 2.101668987 |
| Mean | 35.39813433 |
| Median Absolute Deviation (MAD) | 3.775 |
| Skewness | 1.027526692 |
| Sum | 9486.7 |
| Variance | 43.44016505 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 32.9 | 8 | 3.0% | |
| 31.6 | 7 | 2.6% | |
| 33.3 | 6 | 2.2% | |
| 30.5 | 5 | 1.9% | |
| 32 | 5 | 1.9% | |
| 31.2 | 5 | 1.9% | |
| 32.4 | 4 | 1.5% | |
| 30.4 | 4 | 1.5% | |
| 43.3 | 4 | 1.5% | |
| 34.3 | 4 | 1.5% | |
| Other values (138) | 216 | 80.6% |
| Value | Count | Frequency (%) | |
| 22.9 | 1 | 0.4% | |
| 23.3 | 1 | 0.4% | |
| 23.4 | 1 | 0.4% | |
| 23.5 | 1 | 0.4% | |
| 23.8 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 67.1 | 1 | 0.4% | |
| 59.4 | 1 | 0.4% | |
| 55 | 1 | 0.4% | |
| 53.2 | 1 | 0.4% | |
| 52.9 | 1 | 0.4% |
DiabetesPedigreeFunction
Real number (ℝ≥0)
| Distinct count | 231 |
|---|---|
| Unique (%) | 86.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5505 |
|---|---|
| Minimum | 0.08800000000000001 |
| Maximum | 2.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 0.088 |
|---|---|
| 5-th percentile | 0.1517 |
| Q1 | 0.2625 |
| median | 0.449 |
| Q3 | 0.728 |
| 95-th percentile | 1.224 |
| Maximum | 2.42 |
| Range | 2.332 |
| Interquartile range (IQR) | 0.4655 |
Descriptive statistics
| Standard deviation | 0.3723544836 |
|---|---|
| Coefficient of variation (CV) | 0.676393249 |
| Kurtosis | 4.559082526 |
| Mean | 0.5505 |
| Median Absolute Deviation (MAD) | 0.206 |
| Skewness | 1.722373119 |
| Sum | 147.534 |
| Variance | 0.1386478614 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.254 | 4 | 1.5% | |
| 0.258 | 3 | 1.1% | |
| 0.583 | 2 | 0.7% | |
| 0.302 | 2 | 0.7% | |
| 0.238 | 2 | 0.7% | |
| 0.24 | 2 | 0.7% | |
| 0.26 | 2 | 0.7% | |
| 0.27 | 2 | 0.7% | |
| 0.259 | 2 | 0.7% | |
| 0.328 | 2 | 0.7% | |
| Other values (221) | 245 | 91.4% |
| Value | Count | Frequency (%) | |
| 0.088 | 1 | 0.4% | |
| 0.121 | 1 | 0.4% | |
| 0.127 | 2 | 0.7% | |
| 0.128 | 1 | 0.4% | |
| 0.129 | 2 | 0.7% |
| Value | Count | Frequency (%) | |
| 2.42 | 1 | 0.4% | |
| 2.288 | 1 | 0.4% | |
| 2.137 | 1 | 0.4% | |
| 1.893 | 1 | 0.4% | |
| 1.394 | 1 | 0.4% |
Age
Real number (ℝ≥0)
| Distinct count | 45 |
|---|---|
| Unique (%) | 16.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.06716417910448 |
|---|---|
| Minimum | 21 |
| Maximum | 70 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 28 |
| median | 36 |
| Q3 | 44 |
| 95-th percentile | 57.65 |
| Maximum | 70 |
| Range | 49 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 10.96825365 |
|---|---|
| Coefficient of variation (CV) | 0.2959021521 |
| Kurtosis | -0.3479372743 |
| Mean | 37.06716418 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.5816458715 |
| Sum | 9934 |
| Variance | 120.3025882 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 25 | 14 | 5.2% | |
| 31 | 13 | 4.9% | |
| 29 | 13 | 4.9% | |
| 41 | 13 | 4.9% | |
| 43 | 11 | 4.1% | |
| 22 | 11 | 4.1% | |
| 38 | 10 | 3.7% | |
| 28 | 10 | 3.7% | |
| 36 | 10 | 3.7% | |
| 33 | 10 | 3.7% | |
| Other values (35) | 153 | 57.1% |
| Value | Count | Frequency (%) | |
| 21 | 5 | 1.9% | |
| 22 | 11 | 4.1% | |
| 23 | 7 | 2.6% | |
| 24 | 8 | 3.0% | |
| 25 | 14 | 5.2% |
| Value | Count | Frequency (%) | |
| 70 | 1 | 0.4% | |
| 67 | 1 | 0.4% | |
| 66 | 2 | 0.7% | |
| 62 | 2 | 0.7% | |
| 61 | 1 | 0.4% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 KiB |
| 1 |
|---|
| Value | Count | Frequency (%) | |
| 1 | 268 | 100.0% |
weights
Real number (ℝ)
| Distinct count | 150 |
|---|---|
| Unique (%) | 56.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.554585820895502 |
|---|---|
| Minimum | -18.83249999999996 |
| Maximum | -0.1340000000000001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | -18.8325 |
|---|---|
| 5-th percentile | -17.001325 |
| Q1 | -13.018125 |
| median | -9.428 |
| Q3 | -5.976 |
| 95-th percentile | -2.719725 |
| Maximum | -0.134 |
| Range | 18.6985 |
| Interquartile range (IQR) | 7.042125 |
Descriptive statistics
| Standard deviation | 4.421485435 |
|---|---|
| Coefficient of variation (CV) | -0.4627605548 |
| Kurtosis | -0.8368224386 |
| Mean | -9.554585821 |
| Median Absolute Deviation (MAD) | 3.50725 |
| Skewness | -0.05805241807 |
| Sum | -2560.629 |
| Variance | 19.54953346 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -9.295 | 5 | 1.9% | |
| -18.235 | 5 | 1.9% | |
| -4.6705 | 4 | 1.5% | |
| -6.7945 | 4 | 1.5% | |
| -4.073 | 4 | 1.5% | |
| -4.914 | 4 | 1.5% | |
| -12.526 | 4 | 1.5% | |
| -11.198 | 4 | 1.5% | |
| -7.9895 | 4 | 1.5% | |
| -6.5735 | 3 | 1.1% | |
| Other values (140) | 227 | 84.7% |
| Value | Count | Frequency (%) | |
| -18.8325 | 2 | 0.7% | |
| -18.235 | 5 | 1.9% | |
| -17.881 | 1 | 0.4% | |
| -17.6375 | 1 | 0.4% | |
| -17.2835 | 2 | 0.7% |
| Value | Count | Frequency (%) | |
| -0.134 | 2 | 0.7% | |
| -0.7315 | 1 | 0.4% | |
| -1.0855 | 2 | 0.7% | |
| -1.329 | 1 | 0.4% | |
| -1.683 | 1 | 0.4% |
Severity of diabetes
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 KiB |
| HIGH | |
|---|---|
| MODERATE | |
| ALARMING | |
| LOW |
| Value | Count | Frequency (%) | |
| HIGH | 82 | 30.6% | |
| MODERATE | 72 | 26.9% | |
| ALARMING | 70 | 26.1% | |
| LOW | 44 | 16.4% |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 5.955223881 |
| Min length | 3 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Pregnancies | Glucose | BloodPressure | SkinThickness | Insulin | BMI | DiabetesPedigreeFunction | Age | Outcome | winner | weights | Severity of diabetes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 6 | 148 | 72 | 35 | 0 | 33.60 | 0.627 | 50 | 1 | (2, 5) | -5.0245 | ALARMING |
| 1 | 8 | 183 | 64 | 27 | 0 | 23.30 | 0.672 | 32 | 1 | (0, 3) | -1.9265 | ALARMING |
| 2 | 0 | 137 | 40 | 35 | 168 | 43.10 | 2.288 | 33 | 1 | (12, 0) | -11.5520 | MODERATE |
| 3 | 3 | 78 | 50 | 32 | 88 | 31.00 | 0.248 | 26 | 1 | (12, 9) | -16.9295 | LOW |
| 4 | 2 | 197 | 70 | 45 | 543 | 30.50 | 0.158 | 53 | 1 | (14, 4) | -15.8450 | LOW |
| 5 | 8 | 125 | 96 | 27 | 0 | 34.25 | 0.232 | 54 | 1 | (5, 3) | -6.6840 | HIGH |
| 6 | 10 | 168 | 74 | 27 | 0 | 38.00 | 0.537 | 34 | 1 | (4, 5) | -6.9275 | HIGH |
| 7 | 1 | 189 | 60 | 23 | 846 | 30.10 | 0.398 | 59 | 1 | (13, 4) | -14.8935 | LOW |
| 8 | 5 | 166 | 72 | 19 | 175 | 25.80 | 0.587 | 51 | 1 | (0, 2) | -1.3290 | ALARMING |
| 9 | 7 | 100 | 74 | 27 | 0 | 30.00 | 0.484 | 32 | 1 | (7, 4) | -9.1845 | HIGH |
Last rows
| Pregnancies | Glucose | BloodPressure | SkinThickness | Insulin | BMI | DiabetesPedigreeFunction | Age | Outcome | winner | weights | Severity of diabetes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 258 | 3 | 187 | 70 | 22 | 200 | 36.4 | 0.408 | 36 | 1 | (14, 6) | -17.0400 | LOW |
| 259 | 6 | 162 | 62 | 27 | 0 | 24.3 | 0.178 | 50 | 1 | (0, 5) | -3.1215 | ALARMING |
| 260 | 4 | 136 | 70 | 27 | 0 | 31.2 | 1.182 | 22 | 1 | (11, 8) | -15.3805 | LOW |
| 261 | 0 | 181 | 88 | 44 | 510 | 43.3 | 0.222 | 26 | 1 | (11, 5) | -13.5880 | MODERATE |
| 262 | 8 | 154 | 78 | 32 | 0 | 32.4 | 0.443 | 45 | 1 | (2, 5) | -5.0245 | ALARMING |
| 263 | 1 | 128 | 88 | 39 | 110 | 36.5 | 1.057 | 37 | 1 | (8, 6) | -11.3310 | MODERATE |
| 264 | 0 | 123 | 72 | 27 | 0 | 36.3 | 0.258 | 52 | 1 | (8, 3) | -9.5385 | HIGH |
| 265 | 6 | 190 | 92 | 27 | 0 | 35.5 | 0.278 | 66 | 1 | (0, 7) | -4.3165 | ALARMING |
| 266 | 9 | 170 | 74 | 31 | 0 | 44.0 | 0.403 | 43 | 1 | (2, 4) | -4.4270 | ALARMING |
| 267 | 1 | 126 | 60 | 27 | 0 | 30.1 | 0.349 | 47 | 1 | (11, 7) | -14.7830 | LOW |